Task 5468681
| Name | ParityMachine-1622597651-22344-3_0 |
| Workunit | 3330424 |
| Created | 26 Jun 2021, 5:35:19 UTC |
| Sent | 26 Jun 2021, 6:26:07 UTC |
| Report deadline | 3 Jul 2021, 6:26:07 UTC |
| Received | 26 Jun 2021, 20:11:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 6 min 58 sec |
| CPU time | 1 hours 6 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1538 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 2095.03 ms [2021-06-26 14:54:57 main:581] : INFO : Epoch 1539 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 2060.36 ms [2021-06-26 14:55:00 main:581] : INFO : Epoch 1540 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 2115.02 ms [2021-06-26 14:55:02 main:581] : INFO : Epoch 1541 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 2137.8 ms [2021-06-26 14:55:04 main:581] : INFO : Epoch 1542 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 2058.7 ms [2021-06-26 14:55:06 main:581] : INFO : Epoch 1543 | loss: 0.0311807 | val_loss: 0.0311826 | Time: 2069.9 ms [2021-06-26 14:55:08 main:581] : INFO : Epoch 1544 | loss: 0.031178 | val_loss: 0.0311805 | Time: 1664.98 ms [2021-06-26 14:55:09 main:581] : INFO : Epoch 1545 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 1619.53 ms [2021-06-26 14:55:11 main:581] : INFO : Epoch 1546 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 1483.86 ms [2021-06-26 14:55:12 main:581] : INFO : Epoch 1547 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 1649.3 ms [2021-06-26 14:55:14 main:581] : INFO : Epoch 1548 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 2042.1 ms [2021-06-26 14:55:16 main:581] : INFO : Epoch 1549 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 1685.83 ms [2021-06-26 14:55:17 main:581] : INFO : Epoch 1550 | loss: 0.0311783 | val_loss: 0.031181 | Time: 1467.37 ms [2021-06-26 14:55:19 main:581] : INFO : Epoch 1551 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 1502.98 ms [2021-06-26 14:55:21 main:581] : INFO : Epoch 1552 | loss: 0.0311776 | val_loss: 0.0311835 | Time: 1643.09 ms [2021-06-26 14:55:23 main:581] : INFO : Epoch 1553 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 2027.69 ms [2021-06-26 14:55:25 main:581] : INFO : Epoch 1554 | loss: 0.0311793 | val_loss: 0.0311809 | Time: 2030.99 ms [2021-06-26 14:55:27 main:581] : INFO : Epoch 1555 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 2041.42 ms [2021-06-26 14:55:29 main:581] : INFO : Epoch 1556 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 2085.42 ms [2021-06-26 14:55:31 main:581] : INFO : Epoch 1557 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 2034.21 ms [2021-06-26 14:55:33 main:581] : INFO : Epoch 1558 | loss: 0.031182 | val_loss: 0.0311811 | Time: 2098.22 ms [2021-06-26 14:55:35 main:581] : INFO : Epoch 1559 | loss: 0.031183 | val_loss: 0.0311844 | Time: 2078.32 ms [2021-06-26 14:55:37 main:581] : INFO : Epoch 1560 | loss: 0.0311806 | val_loss: 0.0311879 | Time: 1979.55 ms [2021-06-26 14:55:39 main:581] : INFO : Epoch 1561 | loss: 0.0311786 | val_loss: 0.0311809 | Time: 2087.28 ms [2021-06-26 14:55:41 main:581] : INFO : Epoch 1562 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 2059.06 ms [2021-06-26 14:55:43 main:581] : INFO : Epoch 1563 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 2028.94 ms [2021-06-26 14:55:45 main:581] : INFO : Epoch 1564 | loss: 0.0311787 | val_loss: 0.031181 | Time: 2040.77 ms [2021-06-26 14:55:47 main:581] : INFO : Epoch 1565 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 2031.07 ms [2021-06-26 14:55:49 main:581] : INFO : Epoch 1566 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 2085.88 ms [2021-06-26 14:55:51 main:581] : INFO : Epoch 1567 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 2083.21 ms [2021-06-26 14:55:53 main:581] : INFO : Epoch 1568 | loss: 0.0311806 | val_loss: 0.0311816 | Time: 2064.4 ms [2021-06-26 14:55:56 main:581] : INFO : Epoch 1569 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 2100.83 ms [2021-06-26 14:55:58 main:581] : INFO : Epoch 1570 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 2083.11 ms [2021-06-26 14:56:00 main:581] : INFO : Epoch 1571 | loss: 0.0311769 | val_loss: 0.031181 | Time: 2056.68 ms [2021-06-26 14:56:02 main:581] : INFO : Epoch 1572 | loss: 0.0311778 | val_loss: 0.0311811 | Time: 2062.94 ms [2021-06-26 14:56:04 main:581] : INFO : Epoch 1573 | loss: 0.0311784 | val_loss: 0.0311872 | Time: 2056.44 ms [2021-06-26 14:56:05 main:581] : INFO : Epoch 1574 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 1679.92 ms [2021-06-26 14:56:07 main:581] : INFO : Epoch 1575 | loss: 0.0311783 | val_loss: 0.031183 | Time: 1442.52 ms [2021-06-26 14:56:08 main:581] : INFO : Epoch 1576 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 1470.39 ms [2021-06-26 14:56:10 main:581] : INFO : Epoch 1577 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1492.77 ms [2021-06-26 14:56:11 main:581] : INFO : Epoch 1578 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 1507.15 ms [2021-06-26 14:56:13 main:581] : INFO : Epoch 1579 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 1724.51 ms [2021-06-26 14:56:15 main:581] : INFO : Epoch 1580 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 1461.34 ms [2021-06-26 14:56:16 main:581] : INFO : Epoch 1581 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 1705.4 ms [2021-06-26 14:56:18 main:581] : INFO : Epoch 1582 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 2082.29 ms [2021-06-26 14:56:20 main:581] : INFO : Epoch 1583 | loss: 0.0311801 | val_loss: 0.031181 | Time: 1961.55 ms [2021-06-26 14:56:22 main:581] : INFO : Epoch 1584 | loss: 0.031178 | val_loss: 0.0311805 | Time: 1934.31 ms [2021-06-26 14:56:24 main:581] : INFO : Epoch 1585 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 2051.1 ms [2021-06-26 14:56:26 main:581] : INFO : Epoch 1586 | loss: 0.031177 | val_loss: 0.0311824 | Time: 2080.12 ms [2021-06-26 14:56:29 main:581] : INFO : Epoch 1587 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 2092.72 ms [2021-06-26 14:56:31 main:581] : INFO : Epoch 1588 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 2129.09 ms [2021-06-26 14:56:33 main:581] : INFO : Epoch 1589 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 2119.06 ms [2021-06-26 14:56:35 main:581] : INFO : Epoch 1590 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 2161.6 ms [2021-06-26 14:56:37 main:581] : INFO : Epoch 1591 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 2157.62 ms [2021-06-26 14:56:39 main:581] : INFO : Epoch 1592 | loss: 0.0311771 | val_loss: 0.0311815 | Time: 2132.74 ms [2021-06-26 14:56:41 main:581] : INFO : Epoch 1593 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 1963.64 ms [2021-06-26 14:56:43 main:581] : INFO : Epoch 1594 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 2157.45 ms [2021-06-26 14:56:45 main:581] : INFO : Epoch 1595 | loss: 0.0311759 | val_loss: 0.0311802 | Time: 2128.76 ms [2021-06-26 14:56:48 main:581] : INFO : Epoch 1596 | loss: 0.0311766 | val_loss: 0.0311832 | Time: 2155.07 ms [2021-06-26 14:56:50 main:581] : INFO : Epoch 1597 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 2155.16 ms [2021-06-26 14:56:52 main:581] : INFO : Epoch 1598 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 2103.58 ms [2021-06-26 14:56:54 main:581] : INFO : Epoch 1599 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 2031.53 ms [2021-06-26 14:56:56 main:581] : INFO : Epoch 1600 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 2071.77 ms [2021-06-26 14:56:58 main:581] : INFO : Epoch 1601 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 2056.3 ms [2021-06-26 14:57:00 main:581] : INFO : Epoch 1602 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 2095.82 ms [2021-06-26 14:57:02 main:581] : INFO : Epoch 1603 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 1462.68 ms [2021-06-26 14:57:03 main:581] : INFO : Epoch 1604 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 1597.33 ms [2021-06-26 14:57:05 main:581] : INFO : Epoch 1605 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 1667.88 ms [2021-06-26 14:57:06 main:581] : INFO : Epoch 1606 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 1604.51 ms [2021-06-26 14:57:08 main:581] : INFO : Epoch 1607 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 1443.46 ms [2021-06-26 14:57:09 main:581] : INFO : Epoch 1608 | loss: 0.0311768 | val_loss: 0.0311837 | Time: 1470.71 ms [2021-06-26 14:57:11 main:581] : INFO : Epoch 1609 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 1445.58 ms [2021-06-26 14:57:12 main:581] : INFO : Epoch 1610 | loss: 0.0311788 | val_loss: 0.0311832 | Time: 1499.18 ms [2021-06-26 14:57:14 main:581] : INFO : Epoch 1611 | loss: 0.031177 | val_loss: 0.0311822 | Time: 1486.76 ms [2021-06-26 14:57:15 main:581] : INFO : Epoch 1612 | loss: 0.0311805 | val_loss: 0.0311868 | Time: 1489.94 ms [2021-06-26 14:57:17 main:581] : INFO : Epoch 1613 | loss: 0.0311815 | val_loss: 0.0311882 | Time: 1479.41 ms [2021-06-26 14:57:18 main:581] : INFO : Epoch 1614 | loss: 0.0311777 | val_loss: 0.031181 | Time: 1463.04 ms [2021-06-26 14:57:20 main:581] : INFO : Epoch 1615 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 1482.52 ms [2021-06-26 14:57:21 main:581] : INFO : Epoch 1616 | loss: 0.031178 | val_loss: 0.0311824 | Time: 1452.63 ms [2021-06-26 14:57:23 main:581] : INFO : Epoch 1617 | loss: 0.031177 | val_loss: 0.0311803 | Time: 1573.6 ms [2021-06-26 14:57:25 main:581] : INFO : Epoch 1618 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 2060.01 ms [2021-06-26 14:57:27 main:581] : INFO : Epoch 1619 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 2067.24 ms [2021-06-26 14:57:29 main:581] : INFO : Epoch 1620 | loss: 0.0311763 | val_loss: 0.0311861 | Time: 2064.93 ms [2021-06-26 14:57:31 main:581] : INFO : Epoch 1621 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 1733.87 ms [2021-06-26 14:57:32 main:581] : INFO : Epoch 1622 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 1459.22 ms [2021-06-26 14:57:34 main:581] : INFO : Epoch 1623 | loss: 0.0311757 | val_loss: 0.031181 | Time: 1608.74 ms [2021-06-26 14:57:36 main:581] : INFO : Epoch 1624 | loss: 0.0311797 | val_loss: 0.0311835 | Time: 1869.43 ms [2021-06-26 14:57:37 main:581] : INFO : Epoch 1625 | loss: 0.0311787 | val_loss: 0.031183 | Time: 1477.18 ms [2021-06-26 14:57:39 main:581] : INFO : Epoch 1626 | loss: 0.0311758 | val_loss: 0.0311833 | Time: 1467.74 ms [2021-06-26 14:57:40 main:581] : INFO : Epoch 1627 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 1819.04 ms [2021-06-26 14:57:42 main:581] : INFO : Epoch 1628 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 2055.38 ms [2021-06-26 14:57:44 main:581] : INFO : Epoch 1629 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 2045.85 ms [2021-06-26 14:57:47 main:581] : INFO : Epoch 1630 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 2062.91 ms [2021-06-26 14:57:49 main:581] : INFO : Epoch 1631 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 2054.69 ms [2021-06-26 14:57:51 main:581] : INFO : Epoch 1632 | loss: 0.031176 | val_loss: 0.0311806 | Time: 2080.04 ms [2021-06-26 14:57:53 main:581] : INFO : Epoch 1633 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 2094.84 ms [2021-06-26 14:57:55 main:581] : INFO : Epoch 1634 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 2054.7 ms [2021-06-26 14:57:57 main:581] : INFO : Epoch 1635 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 2078.8 ms [2021-06-26 14:57:59 main:581] : INFO : Epoch 1636 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 1847.42 ms [2021-06-26 14:58:00 main:581] : INFO : Epoch 1637 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 1442.65 ms [2021-06-26 14:58:02 main:581] : INFO : Epoch 1638 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 1474.77 ms [2021-06-26 14:58:03 main:581] : INFO : Epoch 1639 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 1444.44 ms [2021-06-26 14:58:05 main:581] : INFO : Epoch 1640 | loss: 0.03118 | val_loss: 0.0311861 | Time: 1709.27 ms [2021-06-26 14:58:07 main:581] : INFO : Epoch 1641 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 2166.02 ms [2021-06-26 14:58:09 main:581] : INFO : Epoch 1642 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 2166.92 ms [2021-06-26 14:58:11 main:581] : INFO : Epoch 1643 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 1943.41 ms [2021-06-26 14:58:13 main:581] : INFO : Epoch 1644 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 1760.87 ms [2021-06-26 14:58:15 main:581] : INFO : Epoch 1645 | loss: 0.0311769 | val_loss: 0.031184 | Time: 2157.08 ms [2021-06-26 14:58:17 main:581] : INFO : Epoch 1646 | loss: 0.0311779 | val_loss: 0.0311798 | Time: 2158.14 ms [2021-06-26 14:58:19 main:581] : INFO : Epoch 1647 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 2151.97 ms [2021-06-26 14:58:21 main:581] : INFO : Epoch 1648 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 2153.03 ms [2021-06-26 14:58:24 main:581] : INFO : Epoch 1649 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 2155.32 ms [2021-06-26 14:58:26 main:581] : INFO : Epoch 1650 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 2158.74 ms [2021-06-26 14:58:28 main:581] : INFO : Epoch 1651 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 2159.82 ms [2021-06-26 14:58:30 main:581] : INFO : Epoch 1652 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 2166.67 ms [2021-06-26 14:58:32 main:581] : INFO : Epoch 1653 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 2163.62 ms [2021-06-26 14:58:34 main:581] : INFO : Epoch 1654 | loss: 0.0311753 | val_loss: 0.03118 | Time: 2166.59 ms [2021-06-26 14:58:37 main:581] : INFO : Epoch 1655 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 2153.85 ms [2021-06-26 14:58:39 main:581] : INFO : Epoch 1656 | loss: 0.0311755 | val_loss: 0.03118 | Time: 2128.54 ms [2021-06-26 14:58:41 main:581] : INFO : Epoch 1657 | loss: 0.031175 | val_loss: 0.0311797 | Time: 2095.28 ms [2021-06-26 14:58:43 main:581] : INFO : Epoch 1658 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 2129.01 ms [2021-06-26 14:58:45 main:581] : INFO : Epoch 1659 | loss: 0.0311778 | val_loss: 0.0311827 | Time: 2129.07 ms [2021-06-26 14:58:47 main:581] : INFO : Epoch 1660 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 2149.4 ms [2021-06-26 14:58:49 main:581] : INFO : Epoch 1661 | loss: 0.0311751 | val_loss: 0.03118 | Time: 2100.33 ms [2021-06-26 14:58:51 main:581] : INFO : Epoch 1662 | loss: 0.031176 | val_loss: 0.0311799 | Time: 2091.36 ms [2021-06-26 14:58:54 main:581] : INFO : Epoch 1663 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 2143.46 ms [2021-06-26 14:58:56 main:581] : INFO : Epoch 1664 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 2048.79 ms [2021-06-26 14:58:58 main:581] : INFO : Epoch 1665 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 2079.46 ms [2021-06-26 14:59:00 main:581] : INFO : Epoch 1666 | loss: 0.0311795 | val_loss: 0.031191 | Time: 2093.33 ms [2021-06-26 14:59:02 main:581] : INFO : Epoch 1667 | loss: 0.0311809 | val_loss: 0.0311816 | Time: 2063.36 ms [2021-06-26 14:59:04 main:581] : INFO : Epoch 1668 | loss: 0.0311779 | val_loss: 0.0311833 | Time: 2014.83 ms [2021-06-26 14:59:06 main:581] : INFO : Epoch 1669 | loss: 0.0311781 | val_loss: 0.0311811 | Time: 1963.53 ms [2021-06-26 14:59:08 main:581] : INFO : Epoch 1670 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 2128.11 ms [2021-06-26 14:59:10 main:581] : INFO : Epoch 1671 | loss: 0.0311778 | val_loss: 0.0311883 | Time: 2154.63 ms [2021-06-26 14:59:12 main:581] : INFO : Epoch 1672 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 2113.04 ms [2021-06-26 14:59:14 main:581] : INFO : Epoch 1673 | loss: 0.0311781 | val_loss: 0.0311858 | Time: 2073.23 ms [2021-06-26 14:59:16 main:581] : INFO : Epoch 1674 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 2120.5 ms [2021-06-26 14:59:19 main:581] : INFO : Epoch 1675 | loss: 0.0311795 | val_loss: 0.0311834 | Time: 2154.11 ms [2021-06-26 14:59:21 main:581] : INFO : Epoch 1676 | loss: 0.0311813 | val_loss: 0.0311812 | Time: 2130.49 ms [2021-06-26 14:59:23 main:581] : INFO : Epoch 1677 | loss: 0.0311816 | val_loss: 0.0311817 | Time: 2124.97 ms [2021-06-26 14:59:25 main:581] : INFO : Epoch 1678 | loss: 0.0311789 | val_loss: 0.0311806 | Time: 2161.88 ms [2021-06-26 14:59:27 main:581] : INFO : Epoch 1679 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 2161.19 ms [2021-06-26 14:59:29 main:581] : INFO : Epoch 1680 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 1849.05 ms [2021-06-26 14:59:31 main:581] : INFO : Epoch 1681 | loss: 0.0311835 | val_loss: 0.0311952 | Time: 1492.87 ms [2021-06-26 14:59:33 main:581] : INFO : Epoch 1682 | loss: 0.0311896 | val_loss: 0.0312008 | Time: 2024.05 ms [2021-06-26 14:59:34 main:581] : INFO : Epoch 1683 | loss: 0.0311905 | val_loss: 0.0311885 | Time: 1860.22 ms [2021-06-26 14:59:36 main:581] : INFO : Epoch 1684 | loss: 0.0312206 | val_loss: 0.0323093 | Time: 2047.88 ms [2021-06-26 14:59:38 main:581] : INFO : Epoch 1685 | loss: 0.0400311 | val_loss: 0.0322633 | Time: 1976.58 ms [2021-06-26 14:59:40 main:581] : INFO : Epoch 1686 | loss: 0.0505162 | val_loss: 0.0353658 | Time: 1653.65 ms [2021-06-26 14:59:42 main:581] : INFO : Epoch 1687 | loss: 0.0332775 | val_loss: 0.0319053 | Time: 1439.71 ms [2021-06-26 14:59:44 main:581] : INFO : Epoch 1688 | loss: 0.0315839 | val_loss: 0.0313336 | Time: 2029.94 ms [2021-06-26 14:59:46 main:581] : INFO : Epoch 1689 | loss: 0.031285 | val_loss: 0.0312522 | Time: 2065.2 ms [2021-06-26 14:59:48 main:581] : INFO : Epoch 1690 | loss: 0.0312317 | val_loss: 0.0312194 | Time: 2127.85 ms [2021-06-26 14:59:50 main:581] : INFO : Epoch 1691 | loss: 0.031215 | val_loss: 0.0312101 | Time: 2068.72 ms [2021-06-26 14:59:52 main:581] : INFO : Epoch 1692 | loss: 0.0312078 | val_loss: 0.0312052 | Time: 2048.96 ms [2021-06-26 14:59:54 main:581] : INFO : Epoch 1693 | loss: 0.0312039 | val_loss: 0.0312024 | Time: 2046.25 ms [2021-06-26 14:59:56 main:581] : INFO : Epoch 1694 | loss: 0.0312016 | val_loss: 0.0312006 | Time: 2046.3 ms [2021-06-26 14:59:58 main:581] : INFO : Epoch 1695 | loss: 0.0312006 | val_loss: 0.0312005 | Time: 2045.73 ms [2021-06-26 15:00:00 main:581] : INFO : Epoch 1696 | loss: 0.0311995 | val_loss: 0.0311983 | Time: 2047.12 ms [2021-06-26 15:00:02 main:581] : INFO : Epoch 1697 | loss: 0.0311979 | val_loss: 0.0311966 | Time: 2054.77 ms [2021-06-26 15:00:04 main:581] : INFO : Epoch 1698 | loss: 0.0311962 | val_loss: 0.0311961 | Time: 2108.4 ms [2021-06-26 15:00:06 main:581] : INFO : Epoch 1699 | loss: 0.0311949 | val_loss: 0.0311946 | Time: 1442.74 ms [2021-06-26 15:00:07 main:581] : INFO : Epoch 1700 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 1470.22 ms [2021-06-26 15:00:09 main:581] : INFO : Epoch 1701 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 1443.53 ms [2021-06-26 15:00:10 main:581] : INFO : Epoch 1702 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 1469.46 ms [2021-06-26 15:00:11 main:581] : INFO : Epoch 1703 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 1450.4 ms [2021-06-26 15:00:13 main:581] : INFO : Epoch 1704 | loss: 0.0311917 | val_loss: 0.0311911 | Time: 1767.43 ms [2021-06-26 15:00:15 main:581] : INFO : Epoch 1705 | loss: 0.0311907 | val_loss: 0.031191 | Time: 2100.06 ms [2021-06-26 15:00:17 main:581] : INFO : Epoch 1706 | loss: 0.0311905 | val_loss: 0.0311905 | Time: 2135.65 ms [2021-06-26 15:00:20 main:581] : INFO : Epoch 1707 | loss: 0.0311901 | val_loss: 0.0311904 | Time: 2132.95 ms [2021-06-26 15:00:22 main:581] : INFO : Epoch 1708 | loss: 0.03119 | val_loss: 0.0311902 | Time: 2156.13 ms [2021-06-26 15:00:24 main:581] : INFO : Epoch 1709 | loss: 0.0311896 | val_loss: 0.0311905 | Time: 2163.47 ms [2021-06-26 15:00:26 main:581] : INFO : Epoch 1710 | loss: 0.0311901 | val_loss: 0.0311906 | Time: 1572.97 ms [2021-06-26 15:00:27 main:581] : INFO : Epoch 1711 | loss: 0.0311897 | val_loss: 0.0311901 | Time: 1481.53 ms [2021-06-26 15:00:28 main:581] : INFO : Epoch 1712 | loss: 0.0311893 | val_loss: 0.0311896 | Time: 1440.25 ms [2021-06-26 15:00:30 main:581] : INFO : Epoch 1713 | loss: 0.031189 | val_loss: 0.0311896 | Time: 1804.3 ms [2021-06-26 15:00:32 main:581] : INFO : Epoch 1714 | loss: 0.0311887 | val_loss: 0.0311893 | Time: 2035.18 ms [2021-06-26 15:00:34 main:581] : INFO : Epoch 1715 | loss: 0.0311887 | val_loss: 0.0311893 | Time: 2049.05 ms [2021-06-26 15:00:36 main:581] : INFO : Epoch 1716 | loss: 0.0311887 | val_loss: 0.0311902 | Time: 2046.06 ms [2021-06-26 15:00:38 main:581] : INFO : Epoch 1717 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 2038.14 ms [2021-06-26 15:00:40 main:581] : INFO : Epoch 1718 | loss: 0.031189 | val_loss: 0.0311914 | Time: 2039.34 ms [2021-06-26 15:00:43 main:581] : INFO : Epoch 1719 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 2124.03 ms [2021-06-26 15:00:45 main:581] : INFO : Epoch 1720 | loss: 0.0311891 | val_loss: 0.0311888 | Time: 2055.69 ms [2021-06-26 15:00:46 main:581] : INFO : Epoch 1721 | loss: 0.0311887 | val_loss: 0.0311889 | Time: 1479.8 ms [2021-06-26 15:00:48 main:581] : INFO : Epoch 1722 | loss: 0.0311883 | val_loss: 0.0311889 | Time: 1467.21 ms [2021-06-26 15:00:49 main:581] : INFO : Epoch 1723 | loss: 0.0311885 | val_loss: 0.0311891 | Time: 1472.46 ms [2021-06-26 15:00:51 main:581] : INFO : Epoch 1724 | loss: 0.0311895 | val_loss: 0.0311905 | Time: 1484.6 ms [2021-06-26 15:00:52 main:581] : INFO : Epoch 1725 | loss: 0.0311908 | val_loss: 0.031194 | Time: 1716.25 ms [2021-06-26 15:00:54 main:581] : INFO : Epoch 1726 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 2047.08 ms [2021-06-26 15:00:56 main:581] : INFO : Epoch 1727 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 1491.03 ms [2021-06-26 15:00:57 main:581] : INFO : Epoch 1728 | loss: 0.0311916 | val_loss: 0.0311913 | Time: 1614.81 ms [2021-06-26 15:00:59 main:581] : INFO : Epoch 1729 | loss: 0.031191 | val_loss: 0.0311901 | Time: 2093.87 ms [2021-06-26 15:01:02 main:581] : INFO : Epoch 1730 | loss: 0.0311909 | val_loss: 0.0311895 | Time: 2082.34 ms [2021-06-26 15:01:04 main:581] : INFO : Epoch 1731 | loss: 0.0311901 | val_loss: 0.0311888 | Time: 2140.41 ms [2021-06-26 15:01:06 main:581] : INFO : Epoch 1732 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 1889.1 ms [2021-06-26 15:01:07 main:581] : INFO : Epoch 1733 | loss: 0.03119 | val_loss: 0.0311889 | Time: 1444.55 ms [2021-06-26 15:01:09 main:581] : INFO : Epoch 1734 | loss: 0.0311894 | val_loss: 0.0311886 | Time: 1466.63 ms [2021-06-26 15:01:10 main:581] : INFO : Epoch 1735 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 1440.04 ms [2021-06-26 15:01:12 main:581] : INFO : Epoch 1736 | loss: 0.0311892 | val_loss: 0.0311888 | Time: 1744.19 ms [2021-06-26 15:01:13 main:581] : INFO : Epoch 1737 | loss: 0.0311891 | val_loss: 0.0311878 | Time: 1441.82 ms [2021-06-26 15:01:15 main:581] : INFO : Epoch 1738 | loss: 0.0311887 | val_loss: 0.0311883 | Time: 2001.23 ms [2021-06-26 15:01:17 main:581] : INFO : Epoch 1739 | loss: 0.0311889 | val_loss: 0.0311879 | Time: 2158.76 ms [2021-06-26 15:01:19 main:581] : INFO : Epoch 1740 | loss: 0.0311886 | val_loss: 0.0311877 | Time: 2162.32 ms [2021-06-26 15:01:22 main:581] : INFO : Epoch 1741 | loss: 0.0311886 | val_loss: 0.0311877 | Time: 2159.87 ms [2021-06-26 15:01:24 main:581] : INFO : Epoch 1742 | loss: 0.0311891 | val_loss: 0.0311891 | Time: 2165.77 ms [2021-06-26 15:01:26 main:581] : INFO : Epoch 1743 | loss: 0.0311888 | val_loss: 0.0311874 | Time: 2164.78 ms [2021-06-26 15:01:28 main:581] : INFO : Epoch 1744 | loss: 0.0311882 | val_loss: 0.0311876 | Time: 1986.45 ms [2021-06-26 15:01:30 main:581] : INFO : Epoch 1745 | loss: 0.0311884 | val_loss: 0.031188 | Time: 1625.21 ms [2021-06-26 15:01:31 main:581] : INFO : Epoch 1746 | loss: 0.0311883 | val_loss: 0.0311883 | Time: 1512.14 ms [2021-06-26 15:01:33 main:581] : INFO : Epoch 1747 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 1493.04 ms [2021-06-26 15:01:34 main:581] : INFO : Epoch 1748 | loss: 0.0311881 | val_loss: 0.0311874 | Time: 1504.9 ms [2021-06-26 15:01:36 main:581] : INFO : Epoch 1749 | loss: 0.0311878 | val_loss: 0.0311872 | Time: 1438.42 ms [2021-06-26 15:01:37 main:581] : INFO : Epoch 1750 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 1467.09 ms [2021-06-26 15:01:38 main:581] : INFO : Epoch 1751 | loss: 0.0311877 | val_loss: 0.0311875 | Time: 1438.3 ms [2021-06-26 15:01:40 main:581] : INFO : Epoch 1752 | loss: 0.0311878 | val_loss: 0.0311876 | Time: 2058.63 ms [2021-06-26 15:01:43 main:581] : INFO : Epoch 1753 | loss: 0.0311877 | val_loss: 0.0311871 | Time: 2053.1 ms [2021-06-26 15:01:45 main:581] : INFO : Epoch 1754 | loss: 0.0311879 | val_loss: 0.0311874 | Time: 2050.77 ms [2021-06-26 15:01:47 main:581] : INFO : Epoch 1755 | loss: 0.0311878 | val_loss: 0.031188 | Time: 2042.78 ms [2021-06-26 15:01:49 main:581] : INFO : Epoch 1756 | loss: 0.0311885 | val_loss: 0.0311883 | Time: 2032.47 ms [2021-06-26 15:01:51 main:581] : INFO : Epoch 1757 | loss: 0.0311879 | val_loss: 0.0311881 | Time: 2031.69 ms [2021-06-26 15:01:53 main:581] : INFO : Epoch 1758 | loss: 0.0311876 | val_loss: 0.0311869 | Time: 2040.7 ms [2021-06-26 15:01:55 main:581] : INFO : Epoch 1759 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 2018.77 ms [2021-06-26 15:01:56 main:581] : INFO : Epoch 1760 | loss: 0.0311881 | val_loss: 0.0311871 | Time: 1653.07 ms [2021-06-26 15:01:58 main:581] : INFO : Epoch 1761 | loss: 0.0311874 | val_loss: 0.0311871 | Time: 1464.97 ms [2021-06-26 15:01:59 main:581] : INFO : Epoch 1762 | loss: 0.0311873 | val_loss: 0.031187 | Time: 1467.47 ms [2021-06-26 15:02:01 main:581] : INFO : Epoch 1763 | loss: 0.0311871 | val_loss: 0.031188 | Time: 1445.55 ms [2021-06-26 15:02:02 main:581] : INFO : Epoch 1764 | loss: 0.031188 | val_loss: 0.0311874 | Time: 1472.88 ms [2021-06-26 15:02:04 main:581] : INFO : Epoch 1765 | loss: 0.0311877 | val_loss: 0.0311875 | Time: 1501.61 ms [2021-06-26 15:02:06 main:581] : INFO : Epoch 1766 | loss: 0.0311876 | val_loss: 0.0311885 | Time: 2140.49 ms [2021-06-26 15:02:08 main:581] : INFO : Epoch 1767 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 2148.75 ms [2021-06-26 15:02:10 main:581] : INFO : Epoch 1768 | loss: 0.0311873 | val_loss: 0.0311876 | Time: 2171.55 ms [2021-06-26 15:02:12 main:581] : INFO : Epoch 1769 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 1555.33 ms [2021-06-26 15:02:13 main:581] : INFO : Epoch 1770 | loss: 0.0311876 | val_loss: 0.0311872 | Time: 1475.01 ms [2021-06-26 15:02:15 main:581] : INFO : Epoch 1771 | loss: 0.0311876 | val_loss: 0.0311869 | Time: 1442.75 ms [2021-06-26 15:02:16 main:581] : INFO : Epoch 1772 | loss: 0.0311872 | val_loss: 0.0311874 | Time: 1474.59 ms [2021-06-26 15:02:18 main:581] : INFO : Epoch 1773 | loss: 0.0311866 | val_loss: 0.0311866 | Time: 1475.91 ms [2021-06-26 15:02:19 main:581] : INFO : Epoch 1774 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 1470.53 ms [2021-06-26 15:02:21 main:581] : INFO : Epoch 1775 | loss: 0.0311879 | val_loss: 0.0311888 | Time: 1475.07 ms [2021-06-26 15:02:22 main:581] : INFO : Epoch 1776 | loss: 0.0311878 | val_loss: 0.0311872 | Time: 1444.5 ms [2021-06-26 15:02:24 main:581] : INFO : Epoch 1777 | loss: 0.0311872 | val_loss: 0.0311875 | Time: 1676.8 ms [2021-06-26 15:02:26 main:581] : INFO : Epoch 1778 | loss: 0.0311875 | val_loss: 0.0311871 | Time: 2046.66 ms [2021-06-26 15:02:28 main:581] : INFO : Epoch 1779 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 2049.82 ms [2021-06-26 15:02:30 main:581] : INFO : Epoch 1780 | loss: 0.0311872 | val_loss: 0.0311875 | Time: 2054.25 ms [2021-06-26 15:02:32 main:581] : INFO : Epoch 1781 | loss: 0.031187 | val_loss: 0.0311874 | Time: 2053.09 ms [2021-06-26 15:02:34 main:581] : INFO : Epoch 1782 | loss: 0.0311873 | val_loss: 0.0311877 | Time: 2055.06 ms [2021-06-26 15:02:36 main:581] : INFO : Epoch 1783 | loss: 0.0311869 | val_loss: 0.0311865 | Time: 2069.38 ms [2021-06-26 15:02:38 main:581] : INFO : Epoch 1784 | loss: 0.0311867 | val_loss: 0.0311872 | Time: 2156.89 ms [2021-06-26 15:02:40 main:581] : INFO : Epoch 1785 | loss: 0.0311869 | val_loss: 0.0311868 | Time: 2116.25 ms [2021-06-26 15:02:42 main:581] : INFO : Epoch 1786 | loss: 0.0311864 | val_loss: 0.0311868 | Time: 2123.23 ms [2021-06-26 15:02:44 main:581] : INFO : Epoch 1787 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 2048.13 ms [2021-06-26 15:02:46 main:581] : INFO : Epoch 1788 | loss: 0.0311866 | val_loss: 0.0311884 | Time: 1674.68 ms [2021-06-26 15:02:48 main:581] : INFO : Epoch 1789 | loss: 0.0311866 | val_loss: 0.0311862 | Time: 2124.51 ms [2021-06-26 15:02:50 main:581] : INFO : Epoch 1790 | loss: 0.0311864 | val_loss: 0.0311886 | Time: 2087.56 ms [2021-06-26 15:02:52 main:581] : INFO : Epoch 1791 | loss: 0.0311871 | val_loss: 0.0311871 | Time: 2114.25 ms [2021-06-26 15:02:55 main:581] : INFO : Epoch 1792 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 2056.06 ms [2021-06-26 15:02:57 main:581] : INFO : Epoch 1793 | loss: 0.0311864 | val_loss: 0.0311865 | Time: 2112.45 ms [2021-06-26 15:02:59 main:581] : INFO : Epoch 1794 | loss: 0.031186 | val_loss: 0.0311863 | Time: 2153.57 ms [2021-06-26 15:03:01 main:581] : INFO : Epoch 1795 | loss: 0.0311856 | val_loss: 0.031186 | Time: 2152.59 ms [2021-06-26 15:03:03 main:581] : INFO : Epoch 1796 | loss: 0.0311855 | val_loss: 0.031186 | Time: 2146.87 ms [2021-06-26 15:03:05 main:581] : INFO : Epoch 1797 | loss: 0.0311857 | val_loss: 0.0311879 | Time: 2147.32 ms [2021-06-26 15:03:07 main:581] : INFO : Epoch 1798 | loss: 0.0311868 | val_loss: 0.0311873 | Time: 2150.54 ms [2021-06-26 15:03:10 main:581] : INFO : Epoch 1799 | loss: 0.0311861 | val_loss: 0.031187 | Time: 2118.5 ms [2021-06-26 15:03:12 main:581] : INFO : Epoch 1800 | loss: 0.0311857 | val_loss: 0.0311868 | Time: 2075.2 ms [2021-06-26 15:03:14 main:581] : INFO : Epoch 1801 | loss: 0.0311862 | val_loss: 0.0311865 | Time: 2137.18 ms [2021-06-26 15:03:16 main:581] : INFO : Epoch 1802 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 2084.45 ms [2021-06-26 15:03:18 main:581] : INFO : Epoch 1803 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 2063.66 ms [2021-06-26 15:03:20 main:581] : INFO : Epoch 1804 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 2101.98 ms [2021-06-26 15:03:22 main:581] : INFO : Epoch 1805 | loss: 0.0311857 | val_loss: 0.0311873 | Time: 2140.95 ms [2021-06-26 15:03:24 main:581] : INFO : Epoch 1806 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 2155.28 ms [2021-06-26 15:03:26 main:581] : INFO : Epoch 1807 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 2154.36 ms [2021-06-26 15:03:29 main:581] : INFO : Epoch 1808 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 2154.23 ms [2021-06-26 15:03:31 main:581] : INFO : Epoch 1809 | loss: 0.031185 | val_loss: 0.031187 | Time: 1924.9 ms [2021-06-26 15:03:32 main:581] : INFO : Epoch 1810 | loss: 0.0311851 | val_loss: 0.0311857 | Time: 1443.34 ms [2021-06-26 15:03:34 main:581] : INFO : Epoch 1811 | loss: 0.0311854 | val_loss: 0.031187 | Time: 1755.83 ms [2021-06-26 15:03:36 main:581] : INFO : Epoch 1812 | loss: 0.0311861 | val_loss: 0.0311889 | Time: 2051.16 ms [2021-06-26 15:03:38 main:581] : INFO : Epoch 1813 | loss: 0.0311869 | val_loss: 0.0311864 | Time: 2059.55 ms [2021-06-26 15:03:40 main:581] : INFO : Epoch 1814 | loss: 0.0311855 | val_loss: 0.0311863 | Time: 2042.27 ms [2021-06-26 15:03:42 main:581] : INFO : Epoch 1815 | loss: 0.0311864 | val_loss: 0.0311859 | Time: 2059.64 ms [2021-06-26 15:03:44 main:581] : INFO : Epoch 1816 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 2073.93 ms [2021-06-26 15:03:46 main:581] : INFO : Epoch 1817 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 2080.02 ms [2021-06-26 15:03:48 main:581] : INFO : Epoch 1818 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 2083.79 ms [2021-06-26 15:03:50 main:581] : INFO : Epoch 1819 | loss: 0.0311863 | val_loss: 0.0311895 | Time: 2127.97 ms [2021-06-26 15:03:52 main:581] : INFO : Epoch 1820 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 2143.24 ms [2021-06-26 15:03:54 main:581] : INFO : Epoch 1821 | loss: 0.0311865 | val_loss: 0.0311859 | Time: 1998.01 ms [2021-06-26 15:03:57 main:581] : INFO : Epoch 1822 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 2148.52 ms [2021-06-26 15:03:59 main:581] : INFO : Epoch 1823 | loss: 0.0311856 | val_loss: 0.0311879 | Time: 2069.16 ms [2021-06-26 15:04:01 main:581] : INFO : Epoch 1824 | loss: 0.0311867 | val_loss: 0.0311881 | Time: 2064.38 ms [2021-06-26 15:04:03 main:581] : INFO : Epoch 1825 | loss: 0.0311851 | val_loss: 0.0311857 | Time: 2079.5 ms [2021-06-26 15:04:05 main:581] : INFO : Epoch 1826 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 2084.71 ms [2021-06-26 15:04:07 main:581] : INFO : Epoch 1827 | loss: 0.0311856 | val_loss: 0.031185 | Time: 2070.97 ms [2021-06-26 15:04:09 main:581] : INFO : Epoch 1828 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 2079.56 ms [2021-06-26 15:04:11 main:581] : INFO : Epoch 1829 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 2055.59 ms [2021-06-26 15:04:13 main:581] : INFO : Epoch 1830 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 2047.83 ms [2021-06-26 15:04:15 main:581] : INFO : Epoch 1831 | loss: 0.0311845 | val_loss: 0.0311845 | Time: 2069.15 ms [2021-06-26 15:04:17 main:581] : INFO : Epoch 1832 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 2057.55 ms [2021-06-26 15:04:19 main:581] : INFO : Epoch 1833 | loss: 0.0311854 | val_loss: 0.0311848 | Time: 2057.54 ms [2021-06-26 15:04:21 main:581] : INFO : Epoch 1834 | loss: 0.0311843 | val_loss: 0.031185 | Time: 2051.63 ms [2021-06-26 15:04:23 main:581] : INFO : Epoch 1835 | loss: 0.0311846 | val_loss: 0.0311853 | Time: 2083.66 ms [2021-06-26 15:04:26 main:581] : INFO : Epoch 1836 | loss: 0.0311846 | val_loss: 0.0311853 | Time: 2046.02 ms [2021-06-26 15:04:28 main:581] : INFO : Epoch 1837 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 2050.8 ms [2021-06-26 15:04:30 main:581] : INFO : Epoch 1838 | loss: 0.031185 | val_loss: 0.0311874 | Time: 2033.48 ms [2021-06-26 15:04:32 main:581] : INFO : Epoch 1839 | loss: 0.031185 | val_loss: 0.0311857 | Time: 2032.14 ms [2021-06-26 15:04:34 main:581] : INFO : Epoch 1840 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 2050.04 ms [2021-06-26 15:04:35 main:581] : INFO : Epoch 1841 | loss: 0.0311842 | val_loss: 0.0311851 | Time: 1553.23 ms [2021-06-26 15:04:37 main:581] : INFO : Epoch 1842 | loss: 0.0311849 | val_loss: 0.0311851 | Time: 1473.78 ms [2021-06-26 15:04:38 main:581] : INFO : Epoch 1843 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 1470.02 ms [2021-06-26 15:04:40 main:581] : INFO : Epoch 1844 | loss: 0.0311848 | val_loss: 0.031186 | Time: 1784.47 ms [2021-06-26 15:04:42 main:581] : INFO : Epoch 1845 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 2110.83 ms [2021-06-26 15:04:44 main:581] : INFO : Epoch 1846 | loss: 0.0311854 | val_loss: 0.0311863 | Time: 2081.47 ms [2021-06-26 15:04:46 main:581] : INFO : Epoch 1847 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 2153.02 ms [2021-06-26 15:04:48 main:581] : INFO : Epoch 1848 | loss: 0.0311853 | val_loss: 0.0311875 | Time: 2012.11 ms [2021-06-26 15:04:50 main:581] : INFO : Epoch 1849 | loss: 0.0311862 | val_loss: 0.0311876 | Time: 1445.08 ms [2021-06-26 15:04:51 main:581] : INFO : Epoch 1850 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 1621.64 ms [2021-06-26 15:04:53 main:581] : INFO : Epoch 1851 | loss: 0.0311861 | val_loss: 0.0311876 | Time: 1437.95 ms [2021-06-26 15:04:55 main:581] : INFO : Epoch 1852 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 1807.55 ms [2021-06-26 15:04:57 main:581] : INFO : Epoch 1853 | loss: 0.0311841 | val_loss: 0.031184 | Time: 2050.05 ms [2021-06-26 15:04:59 main:581] : INFO : Epoch 1854 | loss: 0.0311837 | val_loss: 0.0311847 | Time: 2050.7 ms [2021-06-26 15:05:01 main:581] : INFO : Epoch 1855 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 2054.84 ms [2021-06-26 15:05:03 main:581] : INFO : Epoch 1856 | loss: 0.0311858 | val_loss: 0.0311835 | Time: 1922.54 ms [2021-06-26 15:05:04 main:581] : INFO : Epoch 1857 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 1464.51 ms [2021-06-26 15:05:06 main:581] : INFO : Epoch 1858 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 1901.77 ms [2021-06-26 15:05:08 main:581] : INFO : Epoch 1859 | loss: 0.0311837 | val_loss: 0.0311883 | Time: 1840.56 ms [2021-06-26 15:05:09 main:581] : INFO : Epoch 1860 | loss: 0.0311874 | val_loss: 0.0311927 | Time: 1440.23 ms [2021-06-26 15:05:11 main:581] : INFO : Epoch 1861 | loss: 0.0311871 | val_loss: 0.0311846 | Time: 1469.87 ms [2021-06-26 15:05:12 main:581] : INFO : Epoch 1862 | loss: 0.0311838 | val_loss: 0.0311838 | Time: 1478.21 ms [2021-06-26 15:05:14 main:581] : INFO : Epoch 1863 | loss: 0.0311837 | val_loss: 0.0311843 | Time: 1787.88 ms [2021-06-26 15:05:16 main:581] : INFO : Epoch 1864 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 2140.46 ms [2021-06-26 15:05:18 main:581] : INFO : Epoch 1865 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 2150.41 ms [2021-06-26 15:05:21 main:581] : INFO : Epoch 1866 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 2141.37 ms [2021-06-26 15:05:23 main:581] : INFO : Epoch 1867 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 2075.96 ms [2021-06-26 15:05:24 main:581] : INFO : Epoch 1868 | loss: 0.031184 | val_loss: 0.0311846 | Time: 1895.25 ms [2021-06-26 15:05:26 main:581] : INFO : Epoch 1869 | loss: 0.0311837 | val_loss: 0.0311855 | Time: 1651.57 ms [2021-06-26 15:05:28 main:581] : INFO : Epoch 1870 | loss: 0.0311844 | val_loss: 0.0311868 | Time: 1566.99 ms [2021-06-26 15:05:29 main:581] : INFO : Epoch 1871 | loss: 0.0311847 | val_loss: 0.0311856 | Time: 1441.54 ms [2021-06-26 15:05:31 main:581] : INFO : Epoch 1872 | loss: 0.0311838 | val_loss: 0.0311849 | Time: 1477.71 ms [2021-06-26 15:05:32 main:581] : INFO : Epoch 1873 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 1499.64 ms [2021-06-26 15:05:34 main:581] : INFO : Epoch 1874 | loss: 0.0311857 | val_loss: 0.0311902 | Time: 2030.32 ms [2021-06-26 15:05:36 main:581] : INFO : Epoch 1875 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 2076.65 ms [2021-06-26 15:05:38 main:581] : INFO : Epoch 1876 | loss: 0.031183 | val_loss: 0.0311853 | Time: 2095.46 ms [2021-06-26 15:05:40 main:581] : INFO : Epoch 1877 | loss: 0.0311834 | val_loss: 0.0311858 | Time: 2156.05 ms [2021-06-26 15:05:43 main:581] : INFO : Epoch 1878 | loss: 0.0311838 | val_loss: 0.0311842 | Time: 2109.15 ms [2021-06-26 15:05:45 main:581] : INFO : Epoch 1879 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 2114.97 ms [2021-06-26 15:05:47 main:581] : INFO : Epoch 1880 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 2082.13 ms [2021-06-26 15:05:49 main:581] : INFO : Epoch 1881 | loss: 0.0311847 | val_loss: 0.0311871 | Time: 2062.17 ms [2021-06-26 15:05:51 main:581] : INFO : Epoch 1882 | loss: 0.0311861 | val_loss: 0.0311899 | Time: 2105.82 ms [2021-06-26 15:05:53 main:581] : INFO : Epoch 1883 | loss: 0.0311852 | val_loss: 0.0311843 | Time: 2094.76 ms [2021-06-26 15:05:55 main:581] : INFO : Epoch 1884 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 2083.4 ms [2021-06-26 15:05:57 main:581] : INFO : Epoch 1885 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 2055.57 ms [2021-06-26 15:05:59 main:581] : INFO : Epoch 1886 | loss: 0.0311832 | val_loss: 0.0311836 | Time: 2029.8 ms [2021-06-26 15:06:01 main:581] : INFO : Epoch 1887 | loss: 0.0311832 | val_loss: 0.0311883 | Time: 2032.02 ms [2021-06-26 15:06:03 main:581] : INFO : Epoch 1888 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2040 ms [2021-06-26 15:06:05 main:581] : INFO : Epoch 1889 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 2043.65 ms [2021-06-26 15:06:07 main:581] : INFO : Epoch 1890 | loss: 0.0311841 | val_loss: 0.0311872 | Time: 2086.01 ms [2021-06-26 15:06:10 main:581] : INFO : Epoch 1891 | loss: 0.031186 | val_loss: 0.0311876 | Time: 2132.99 ms [2021-06-26 15:06:12 main:581] : INFO : Epoch 1892 | loss: 0.0311838 | val_loss: 0.0311843 | Time: 2106.3 ms [2021-06-26 15:06:14 main:581] : INFO : Epoch 1893 | loss: 0.0311828 | val_loss: 0.0311854 | Time: 2084.18 ms [2021-06-26 15:06:16 main:581] : INFO : Epoch 1894 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 2049.91 ms [2021-06-26 15:06:18 main:581] : INFO : Epoch 1895 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 2023.47 ms [2021-06-26 15:06:20 main:581] : INFO : Epoch 1896 | loss: 0.0311832 | val_loss: 0.0311853 | Time: 2025.6 ms [2021-06-26 15:06:22 main:581] : INFO : Epoch 1897 | loss: 0.0311855 | val_loss: 0.0311859 | Time: 1811.43 ms [2021-06-26 15:06:23 main:581] : INFO : Epoch 1898 | loss: 0.0311846 | val_loss: 0.0311851 | Time: 1472.66 ms [2021-06-26 15:06:25 main:581] : INFO : Epoch 1899 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 1575.61 ms [2021-06-26 15:06:27 main:581] : INFO : Epoch 1900 | loss: 0.031184 | val_loss: 0.0311835 | Time: 2109.12 ms [2021-06-26 15:06:29 main:581] : INFO : Epoch 1901 | loss: 0.0311835 | val_loss: 0.0311843 | Time: 2088.12 ms [2021-06-26 15:06:31 main:581] : INFO : Epoch 1902 | loss: 0.0311846 | val_loss: 0.0311844 | Time: 2058.01 ms [2021-06-26 15:06:33 main:581] : INFO : Epoch 1903 | loss: 0.0311842 | val_loss: 0.0311862 | Time: 2063.21 ms [2021-06-26 15:06:35 main:581] : INFO : Epoch 1904 | loss: 0.0311843 | val_loss: 0.0311864 | Time: 2071.15 ms [2021-06-26 15:06:37 main:581] : INFO : Epoch 1905 | loss: 0.031183 | val_loss: 0.0311832 | Time: 2050.02 ms [2021-06-26 15:06:39 main:581] : INFO : Epoch 1906 | loss: 0.0311827 | val_loss: 0.0311838 | Time: 2076.2 ms [2021-06-26 15:06:41 main:581] : INFO : Epoch 1907 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 2091.17 ms [2021-06-26 15:06:43 main:581] : INFO : Epoch 1908 | loss: 0.0311828 | val_loss: 0.0311873 | Time: 2079.72 ms [2021-06-26 15:06:45 main:581] : INFO : Epoch 1909 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 2095.42 ms [2021-06-26 15:06:48 main:581] : INFO : Epoch 1910 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 2020.27 ms [2021-06-26 15:06:50 main:581] : INFO : Epoch 1911 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 2042.06 ms [2021-06-26 15:06:52 main:581] : INFO : Epoch 1912 | loss: 0.0311825 | val_loss: 0.0311833 | Time: 2140.61 ms [2021-06-26 15:06:54 main:581] : INFO : Epoch 1913 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 2032.79 ms [2021-06-26 15:06:56 main:581] : INFO : Epoch 1914 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 2025.53 ms [2021-06-26 15:06:58 main:581] : INFO : Epoch 1915 | loss: 0.0311883 | val_loss: 0.0311862 | Time: 2032.09 ms [2021-06-26 15:07:00 main:581] : INFO : Epoch 1916 | loss: 0.0311832 | val_loss: 0.0311836 | Time: 2122.58 ms [2021-06-26 15:07:02 main:581] : INFO : Epoch 1917 | loss: 0.0311829 | val_loss: 0.0311841 | Time: 2155.41 ms [2021-06-26 15:07:04 main:581] : INFO : Epoch 1918 | loss: 0.0311827 | val_loss: 0.0311848 | Time: 2131.88 ms [2021-06-26 15:07:06 main:581] : INFO : Epoch 1919 | loss: 0.031183 | val_loss: 0.031186 | Time: 2119.06 ms [2021-06-26 15:07:08 main:581] : INFO : Epoch 1920 | loss: 0.0311833 | val_loss: 0.031187 | Time: 2102.6 ms [2021-06-26 15:07:11 main:581] : INFO : Epoch 1921 | loss: 0.0311829 | val_loss: 0.0311838 | Time: 2151.48 ms [2021-06-26 15:07:13 main:581] : INFO : Epoch 1922 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 2135.1 ms [2021-06-26 15:07:15 main:581] : INFO : Epoch 1923 | loss: 0.0311819 | val_loss: 0.0311834 | Time: 2146.41 ms [2021-06-26 15:07:17 main:581] : INFO : Epoch 1924 | loss: 0.031182 | val_loss: 0.0311837 | Time: 2132.46 ms [2021-06-26 15:07:19 main:581] : INFO : Epoch 1925 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 2123.87 ms [2021-06-26 15:07:21 main:581] : INFO : Epoch 1926 | loss: 0.0311828 | val_loss: 0.0311836 | Time: 2088.8 ms [2021-06-26 15:07:23 main:581] : INFO : Epoch 1927 | loss: 0.0311821 | val_loss: 0.0311837 | Time: 2152.94 ms [2021-06-26 15:07:26 main:581] : INFO : Epoch 1928 | loss: 0.0311823 | val_loss: 0.031185 | Time: 2157.34 ms [2021-06-26 15:07:28 main:581] : INFO : Epoch 1929 | loss: 0.0311824 | val_loss: 0.0311839 | Time: 2131.65 ms [2021-06-26 15:07:30 main:581] : INFO : Epoch 1930 | loss: 0.031182 | val_loss: 0.0311835 | Time: 2134.32 ms [2021-06-26 15:07:32 main:581] : INFO : Epoch 1931 | loss: 0.031183 | val_loss: 0.0311858 | Time: 2072.99 ms [2021-06-26 15:07:34 main:581] : INFO : Epoch 1932 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 2067.04 ms [2021-06-26 15:07:36 main:581] : INFO : Epoch 1933 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 2117.11 ms [2021-06-26 15:07:38 main:581] : INFO : Epoch 1934 | loss: 0.0311851 | val_loss: 0.0311993 | Time: 2115.37 ms [2021-06-26 15:07:40 main:581] : INFO : Epoch 1935 | loss: 0.0311879 | val_loss: 0.0311933 | Time: 2061.71 ms [2021-06-26 15:07:42 main:581] : INFO : Epoch 1936 | loss: 0.031187 | val_loss: 0.0311919 | Time: 2088.91 ms [2021-06-26 15:07:44 main:581] : INFO : Epoch 1937 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 2086.56 ms [2021-06-26 15:07:46 main:581] : INFO : Epoch 1938 | loss: 0.0311835 | val_loss: 0.0311842 | Time: 2087.91 ms [2021-06-26 15:07:49 main:581] : INFO : Epoch 1939 | loss: 0.0311834 | val_loss: 0.0311886 | Time: 2107.81 ms [2021-06-26 15:07:51 main:581] : INFO : Epoch 1940 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 2138.21 ms [2021-06-26 15:07:53 main:581] : INFO : Epoch 1941 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 2125.65 ms [2021-06-26 15:07:55 main:581] : INFO : Epoch 1942 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 2088.09 ms [2021-06-26 15:07:57 main:581] : INFO : Epoch 1943 | loss: 0.0311827 | val_loss: 0.031184 | Time: 2141.31 ms [2021-06-26 15:07:59 main:581] : INFO : Epoch 1944 | loss: 0.0311828 | val_loss: 0.0311834 | Time: 2076.11 ms [2021-06-26 15:08:01 main:581] : INFO : Epoch 1945 | loss: 0.0311816 | val_loss: 0.0311838 | Time: 1618.61 ms [2021-06-26 15:08:03 main:581] : INFO : Epoch 1946 | loss: 0.031182 | val_loss: 0.0311835 | Time: 2089.85 ms [2021-06-26 15:08:05 main:581] : INFO : Epoch 1947 | loss: 0.0311866 | val_loss: 0.0311982 | Time: 2125.69 ms [2021-06-26 15:08:07 main:581] : INFO : Epoch 1948 | loss: 0.0311841 | val_loss: 0.0311842 | Time: 2167.25 ms [2021-06-26 15:08:09 main:581] : INFO : Epoch 1949 | loss: 0.0311827 | val_loss: 0.0311832 | Time: 2171.79 ms [2021-06-26 15:08:11 main:581] : INFO : Epoch 1950 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 2086.95 ms [2021-06-26 15:08:14 main:581] : INFO : Epoch 1951 | loss: 0.031182 | val_loss: 0.0311836 | Time: 2150.36 ms [2021-06-26 15:08:16 main:581] : INFO : Epoch 1952 | loss: 0.0311841 | val_loss: 0.0311863 | Time: 2067.48 ms [2021-06-26 15:08:18 main:581] : INFO : Epoch 1953 | loss: 0.0311837 | val_loss: 0.0311862 | Time: 2085.89 ms [2021-06-26 15:08:20 main:581] : INFO : Epoch 1954 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 2067.48 ms [2021-06-26 15:08:22 main:581] : INFO : Epoch 1955 | loss: 0.0311822 | val_loss: 0.0311845 | Time: 2136.08 ms [2021-06-26 15:08:24 main:581] : INFO : Epoch 1956 | loss: 0.0311833 | val_loss: 0.0311881 | Time: 2026.26 ms [2021-06-26 15:08:26 main:581] : INFO : Epoch 1957 | loss: 0.0311843 | val_loss: 0.031184 | Time: 1910.02 ms [2021-06-26 15:08:27 main:581] : INFO : Epoch 1958 | loss: 0.0311838 | val_loss: 0.0311836 | Time: 1444.87 ms [2021-06-26 15:08:29 main:581] : INFO : Epoch 1959 | loss: 0.0311825 | val_loss: 0.0311885 | Time: 1920.2 ms [2021-06-26 15:08:31 main:581] : INFO : Epoch 1960 | loss: 0.0311822 | val_loss: 0.0311835 | Time: 2144.54 ms [2021-06-26 15:08:33 main:581] : INFO : Epoch 1961 | loss: 0.0311827 | val_loss: 0.0311838 | Time: 2113.2 ms [2021-06-26 15:08:36 main:581] : INFO : Epoch 1962 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 2058.62 ms [2021-06-26 15:08:38 main:581] : INFO : Epoch 1963 | loss: 0.0311822 | val_loss: 0.0311841 | Time: 2064.94 ms [2021-06-26 15:08:39 main:581] : INFO : Epoch 1964 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 1499.98 ms [2021-06-26 15:08:41 main:581] : INFO : Epoch 1965 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 1629.51 ms [2021-06-26 15:08:42 main:581] : INFO : Epoch 1966 | loss: 0.0311843 | val_loss: 0.0311874 | Time: 1509.59 ms [2021-06-26 15:08:44 main:581] : INFO : Epoch 1967 | loss: 0.0311852 | val_loss: 0.0311848 | Time: 1438.31 ms [2021-06-26 15:08:45 main:581] : INFO : Epoch 1968 | loss: 0.031182 | val_loss: 0.0311833 | Time: 1517.2 ms [2021-06-26 15:08:47 main:581] : INFO : Epoch 1969 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 2052.29 ms [2021-06-26 15:08:49 main:581] : INFO : Epoch 1970 | loss: 0.0311861 | val_loss: 0.0311954 | Time: 2073.1 ms [2021-06-26 15:08:51 main:581] : INFO : Epoch 1971 | loss: 0.0311849 | val_loss: 0.0311841 | Time: 2107.02 ms [2021-06-26 15:08:54 main:581] : INFO : Epoch 1972 | loss: 0.031182 | val_loss: 0.0311835 | Time: 2172.57 ms [2021-06-26 15:08:56 main:581] : INFO : Epoch 1973 | loss: 0.0311816 | val_loss: 0.031184 | Time: 2164.82 ms [2021-06-26 15:08:58 main:581] : INFO : Epoch 1974 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 2158.89 ms [2021-06-26 15:09:00 main:581] : INFO : Epoch 1975 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 2149.57 ms [2021-06-26 15:09:02 main:581] : INFO : Epoch 1976 | loss: 0.0311822 | val_loss: 0.0311875 | Time: 1654.56 ms [2021-06-26 15:09:03 main:581] : INFO : Epoch 1977 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 1445.82 ms [2021-06-26 15:09:05 main:581] : INFO : Epoch 1978 | loss: 0.0311827 | val_loss: 0.0311832 | Time: 1775.63 ms [2021-06-26 15:09:07 main:581] : INFO : Epoch 1979 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 2045.9 ms [2021-06-26 15:09:09 main:581] : INFO : Epoch 1980 | loss: 0.0311836 | val_loss: 0.0311839 | Time: 2119.41 ms [2021-06-26 15:09:11 main:581] : INFO : Epoch 1981 | loss: 0.0311844 | val_loss: 0.0311848 | Time: 2138.42 ms [2021-06-26 15:09:13 main:581] : INFO : Epoch 1982 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 2125.08 ms [2021-06-26 15:09:16 main:581] : INFO : Epoch 1983 | loss: 0.0311818 | val_loss: 0.0311838 | Time: 2130.03 ms [2021-06-26 15:09:18 main:581] : INFO : Epoch 1984 | loss: 0.0311852 | val_loss: 0.0311837 | Time: 2057.45 ms [2021-06-26 15:09:20 main:581] : INFO : Epoch 1985 | loss: 0.0311836 | val_loss: 0.0311865 | Time: 2066.92 ms [2021-06-26 15:09:22 main:581] : INFO : Epoch 1986 | loss: 0.0311824 | val_loss: 0.0311834 | Time: 2072.06 ms [2021-06-26 15:09:24 main:581] : INFO : Epoch 1987 | loss: 0.0311812 | val_loss: 0.0311831 | Time: 2040.99 ms [2021-06-26 15:09:26 main:581] : INFO : Epoch 1988 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 2056.79 ms [2021-06-26 15:09:28 main:581] : INFO : Epoch 1989 | loss: 0.031182 | val_loss: 0.0311836 | Time: 2038.25 ms [2021-06-26 15:09:30 main:581] : INFO : Epoch 1990 | loss: 0.0311832 | val_loss: 0.0311832 | Time: 2045.02 ms [2021-06-26 15:09:32 main:581] : INFO : Epoch 1991 | loss: 0.0311827 | val_loss: 0.0311843 | Time: 2039.35 ms [2021-06-26 15:09:34 main:581] : INFO : Epoch 1992 | loss: 0.0311818 | val_loss: 0.0311836 | Time: 2059.03 ms [2021-06-26 15:09:36 main:581] : INFO : Epoch 1993 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 2061.94 ms [2021-06-26 15:09:38 main:581] : INFO : Epoch 1994 | loss: 0.0311823 | val_loss: 0.031183 | Time: 2061.55 ms [2021-06-26 15:09:40 main:581] : INFO : Epoch 1995 | loss: 0.0311819 | val_loss: 0.0311831 | Time: 2063.93 ms [2021-06-26 15:09:42 main:581] : INFO : Epoch 1996 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 2079.78 ms [2021-06-26 15:09:44 main:581] : INFO : Epoch 1997 | loss: 0.0311825 | val_loss: 0.0311869 | Time: 2086.62 ms [2021-06-26 15:09:46 main:581] : INFO : Epoch 1998 | loss: 0.0311835 | val_loss: 0.0311843 | Time: 2144.66 ms [2021-06-26 15:09:49 main:581] : INFO : Epoch 1999 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 2163.13 ms [2021-06-26 15:09:51 main:581] : INFO : Epoch 2000 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 2138.48 ms [2021-06-26 15:09:53 main:581] : INFO : Epoch 2001 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 2179.09 ms [2021-06-26 15:09:55 main:581] : INFO : Epoch 2002 | loss: 0.031183 | val_loss: 0.0311839 | Time: 2158.52 ms [2021-06-26 15:09:57 main:581] : INFO : Epoch 2003 | loss: 0.0311822 | val_loss: 0.0311836 | Time: 2107.98 ms [2021-06-26 15:09:59 main:581] : INFO : Epoch 2004 | loss: 0.0311814 | val_loss: 0.0311855 | Time: 2063.73 ms [2021-06-26 15:10:01 main:581] : INFO : Epoch 2005 | loss: 0.0311828 | val_loss: 0.0311841 | Time: 1916.04 ms [2021-06-26 15:10:03 main:581] : INFO : Epoch 2006 | loss: 0.0311832 | val_loss: 0.0311857 | Time: 1442.15 ms [2021-06-26 15:10:04 main:581] : INFO : Epoch 2007 | loss: 0.0311818 | val_loss: 0.0311843 | Time: 1462.48 ms [2021-06-26 15:10:06 main:581] : INFO : Epoch 2008 | loss: 0.031183 | val_loss: 0.0311842 | Time: 1454.13 ms [2021-06-26 15:10:07 main:581] : INFO : Epoch 2009 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 1458.49 ms [2021-06-26 15:10:09 main:581] : INFO : Epoch 2010 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 1522.9 ms [2021-06-26 15:10:11 main:581] : INFO : Epoch 2011 | loss: 0.0311818 | val_loss: 0.031189 | Time: 2045.47 ms [2021-06-26 15:10:13 main:581] : INFO : Epoch 2012 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 2037 ms [2021-06-26 15:10:15 main:581] : INFO : Epoch 2013 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 1882.46 ms [2021-06-26 15:10:17 main:581] : INFO : Epoch 2014 | loss: 0.0311818 | val_loss: 0.0311838 | Time: 2054.7 ms [2021-06-26 15:10:19 main:581] : INFO : Epoch 2015 | loss: 0.0311811 | val_loss: 0.0311838 | Time: 2026.28 ms [2021-06-26 15:10:21 main:581] : INFO : Epoch 2016 | loss: 0.0311821 | val_loss: 0.0311832 | Time: 2122.36 ms [2021-06-26 15:10:23 main:581] : INFO : Epoch 2017 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 2077.82 ms [2021-06-26 15:10:25 main:581] : INFO : Epoch 2018 | loss: 0.0311811 | val_loss: 0.0311838 | Time: 2026.12 ms [2021-06-26 15:10:27 main:581] : INFO : Epoch 2019 | loss: 0.0311826 | val_loss: 0.0311874 | Time: 2101.93 ms [2021-06-26 15:10:29 main:581] : INFO : Epoch 2020 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 2051.31 ms [2021-06-26 15:10:31 main:581] : INFO : Epoch 2021 | loss: 0.031183 | val_loss: 0.031185 | Time: 1807.93 ms [2021-06-26 15:10:32 main:581] : INFO : Epoch 2022 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 1443.92 ms [2021-06-26 15:10:34 main:581] : INFO : Epoch 2023 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 1637.61 ms [2021-06-26 15:10:36 main:581] : INFO : Epoch 2024 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 2047.93 ms [2021-06-26 15:10:38 main:581] : INFO : Epoch 2025 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 1957.5 ms [2021-06-26 15:10:40 main:581] : INFO : Epoch 2026 | loss: 0.0311816 | val_loss: 0.0311877 | Time: 1627.04 ms [2021-06-26 15:10:42 main:581] : INFO : Epoch 2027 | loss: 0.0311844 | val_loss: 0.031184 | Time: 2145.44 ms [2021-06-26 15:10:44 main:581] : INFO : Epoch 2028 | loss: 0.0311838 | val_loss: 0.0311832 | Time: 2157.06 ms [2021-06-26 15:10:46 main:581] : INFO : Epoch 2029 | loss: 0.0311821 | val_loss: 0.031183 | Time: 2130.05 ms [2021-06-26 15:10:48 main:581] : INFO : Epoch 2030 | loss: 0.0311819 | val_loss: 0.031184 | Time: 2059.48 ms [2021-06-26 15:10:50 main:581] : INFO : Epoch 2031 | loss: 0.0311821 | val_loss: 0.0311833 | Time: 2157.9 ms [2021-06-26 15:10:52 main:581] : INFO : Epoch 2032 | loss: 0.0311817 | val_loss: 0.0311828 | Time: 2161.93 ms [2021-06-26 15:10:54 main:581] : INFO : Epoch 2033 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 2160.34 ms [2021-06-26 15:10:57 main:581] : INFO : Epoch 2034 | loss: 0.0311821 | val_loss: 0.0311841 | Time: 2152.84 ms [2021-06-26 15:10:59 main:581] : INFO : Epoch 2035 | loss: 0.0311819 | val_loss: 0.0311848 | Time: 2143.72 ms [2021-06-26 15:11:01 main:581] : INFO : Epoch 2036 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 2118.18 ms [2021-06-26 15:11:03 main:581] : INFO : Epoch 2037 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 2189.08 ms [2021-06-26 15:11:05 main:581] : INFO : Epoch 2038 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 2041.83 ms [2021-06-26 15:11:07 main:581] : INFO : Epoch 2039 | loss: 0.0311834 | val_loss: 0.0311884 | Time: 2025.78 ms [2021-06-26 15:11:09 main:581] : INFO : Epoch 2040 | loss: 0.031183 | val_loss: 0.0311856 | Time: 2016.22 ms [2021-06-26 15:11:11 main:581] : INFO : Epoch 2041 | loss: 0.031183 | val_loss: 0.0311828 | Time: 2026.68 ms [2021-06-26 15:11:13 main:581] : INFO : Epoch 2042 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 1639.81 ms [2021-06-26 15:11:14 main:581] : INFO : Epoch 2043 | loss: 0.0311811 | val_loss: 0.031184 | Time: 1477.11 ms [2021-06-26 15:11:16 main:581] : INFO : Epoch 2044 | loss: 0.031181 | val_loss: 0.0311826 | Time: 1761.36 ms [2021-06-26 15:11:18 main:581] : INFO : Epoch 2045 | loss: 0.0311814 | val_loss: 0.0311826 | Time: 2072.41 ms [2021-06-26 15:11:20 main:581] : INFO : Epoch 2046 | loss: 0.0311826 | val_loss: 0.0311831 | Time: 2060.23 ms [2021-06-26 15:11:22 main:581] : INFO : Epoch 2047 | loss: 0.031181 | val_loss: 0.0311829 | Time: 2163.73 ms [2021-06-26 15:11:24 main:581] : INFO : Epoch 2048 | loss: 0.0311813 | val_loss: 0.0311844 | Time: 2105.64 ms [2021-06-26 15:11:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844 [2021-06-26 15:11:24 main:610] : INFO : Saving end state to config to file [2021-06-26 15:11:24 main:615] : INFO : Success, exiting.. 15:11:24 (872342): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)